"""
Admin API - Legal Templates

Endpoints for legal template ingestion, search, source management,
license info, and collection management.
Extracted from admin_api.py for file-size compliance.
"""

from fastapi import APIRouter, HTTPException, BackgroundTasks, Query
from pydantic import BaseModel
from typing import Optional, List, Dict
from datetime import datetime

from eh_pipeline import generate_single_embedding

# Import legal templates modules
try:
    from legal_templates_ingestion import (
        LegalTemplatesIngestion,
        LEGAL_TEMPLATES_COLLECTION,
    )
    from template_sources import (
        TEMPLATE_SOURCES,
        TEMPLATE_TYPES,
        JURISDICTIONS,
        LicenseType,
        get_enabled_sources,
        get_sources_by_priority,
    )
    from qdrant_service import (
        search_legal_templates,
        get_legal_templates_stats,
        init_legal_templates_collection,
    )
    LEGAL_TEMPLATES_AVAILABLE = True
except ImportError as e:
    print(f"Legal templates module not available: {e}")
    LEGAL_TEMPLATES_AVAILABLE = False

router = APIRouter(prefix="/api/v1/admin", tags=["Admin"])

# Store for templates ingestion status
_templates_ingestion_status: Dict = {
    "running": False,
    "last_run": None,
    "current_source": None,
    "results": {},
}


class TemplatesSearchRequest(BaseModel):
    query: str
    template_type: Optional[str] = None
    license_types: Optional[List[str]] = None
    language: Optional[str] = None
    jurisdiction: Optional[str] = None
    attribution_required: Optional[bool] = None
    limit: int = 10


class TemplatesSearchResult(BaseModel):
    id: str
    score: float
    text: str
    document_title: Optional[str]
    template_type: Optional[str]
    clause_category: Optional[str]
    language: Optional[str]
    jurisdiction: Optional[str]
    license_id: Optional[str]
    license_name: Optional[str]
    attribution_required: Optional[bool]
    attribution_text: Optional[str]
    source_name: Optional[str]
    source_url: Optional[str]
    placeholders: Optional[List[str]]
    is_complete_document: Optional[bool]
    requires_customization: Optional[bool]


class SourceIngestRequest(BaseModel):
    source_name: str


@router.get("/templates/status")
async def get_templates_status():
    """Get status of legal templates collection and ingestion."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        return {
            "available": False,
            "error": "Legal templates module not available",
        }

    try:
        stats = await get_legal_templates_stats()

        return {
            "available": True,
            "collection": LEGAL_TEMPLATES_COLLECTION,
            "ingestion": {
                "running": _templates_ingestion_status["running"],
                "last_run": _templates_ingestion_status.get("last_run"),
                "current_source": _templates_ingestion_status.get("current_source"),
                "results": _templates_ingestion_status.get("results", {}),
            },
            "stats": stats,
        }
    except Exception as e:
        return {
            "available": True,
            "error": str(e),
            "ingestion": _templates_ingestion_status,
        }


@router.get("/templates/sources")
async def get_templates_sources():
    """Get list of all template sources with their configuration."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    sources = []
    for source in TEMPLATE_SOURCES:
        sources.append({
            "name": source.name,
            "description": source.description,
            "license_type": source.license_type.value,
            "license_name": source.license_info.name,
            "template_types": source.template_types,
            "languages": source.languages,
            "jurisdiction": source.jurisdiction,
            "repo_url": source.repo_url,
            "web_url": source.web_url,
            "priority": source.priority,
            "enabled": source.enabled,
            "attribution_required": source.license_info.attribution_required,
        })

    return {
        "sources": sources,
        "total": len(sources),
        "enabled": len([s for s in TEMPLATE_SOURCES if s.enabled]),
        "template_types": TEMPLATE_TYPES,
        "jurisdictions": JURISDICTIONS,
    }


@router.get("/templates/licenses")
async def get_templates_licenses():
    """Get license statistics for indexed templates."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    try:
        stats = await get_legal_templates_stats()
        return {
            "licenses": stats.get("licenses", {}),
            "total_chunks": stats.get("points_count", 0),
        }
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@router.post("/templates/ingest")
async def start_templates_ingestion(
    background_tasks: BackgroundTasks,
    max_priority: int = Query(default=3, ge=1, le=5, description="Maximum priority level (1=highest)"),
):
    """
    Start legal templates ingestion in background.
    Ingests all enabled sources up to the specified priority level.
    """
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    if _templates_ingestion_status["running"]:
        raise HTTPException(
            status_code=409,
            detail="Templates ingestion already running. Check /templates/status for progress."
        )

    async def run_templates_ingestion():
        global _templates_ingestion_status
        _templates_ingestion_status["running"] = True
        _templates_ingestion_status["last_run"] = datetime.now().isoformat()
        _templates_ingestion_status["results"] = {}

        try:
            ingestion = LegalTemplatesIngestion()
            sources = get_sources_by_priority(max_priority)

            for source in sources:
                _templates_ingestion_status["current_source"] = source.name

                try:
                    status = await ingestion.ingest_source(source)
                    _templates_ingestion_status["results"][source.name] = {
                        "status": status.status,
                        "documents_found": status.documents_found,
                        "chunks_indexed": status.chunks_indexed,
                        "errors": status.errors[:5] if status.errors else [],
                    }
                except Exception as e:
                    _templates_ingestion_status["results"][source.name] = {
                        "status": "failed",
                        "error": str(e),
                    }

            await ingestion.close()

        except Exception as e:
            _templates_ingestion_status["results"]["_global_error"] = str(e)
        finally:
            _templates_ingestion_status["running"] = False
            _templates_ingestion_status["current_source"] = None

    background_tasks.add_task(run_templates_ingestion)

    sources = get_sources_by_priority(max_priority)
    return {
        "status": "started",
        "message": f"Ingesting {len(sources)} sources up to priority {max_priority}",
        "sources": [s.name for s in sources],
    }


@router.post("/templates/ingest-source")
async def ingest_single_source(
    request: SourceIngestRequest,
    background_tasks: BackgroundTasks,
):
    """Ingest a single template source by name."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    source = next((s for s in TEMPLATE_SOURCES if s.name == request.source_name), None)
    if not source:
        raise HTTPException(
            status_code=404,
            detail=f"Source not found: {request.source_name}. Use /templates/sources to list available sources."
        )

    if not source.enabled:
        raise HTTPException(
            status_code=400,
            detail=f"Source is disabled: {request.source_name}"
        )

    if _templates_ingestion_status["running"]:
        raise HTTPException(
            status_code=409,
            detail="Templates ingestion already running."
        )

    async def run_single_ingestion():
        global _templates_ingestion_status
        _templates_ingestion_status["running"] = True
        _templates_ingestion_status["current_source"] = source.name
        _templates_ingestion_status["last_run"] = datetime.now().isoformat()

        try:
            ingestion = LegalTemplatesIngestion()
            status = await ingestion.ingest_source(source)
            _templates_ingestion_status["results"][source.name] = {
                "status": status.status,
                "documents_found": status.documents_found,
                "chunks_indexed": status.chunks_indexed,
                "errors": status.errors[:5] if status.errors else [],
            }
            await ingestion.close()

        except Exception as e:
            _templates_ingestion_status["results"][source.name] = {
                "status": "failed",
                "error": str(e),
            }
        finally:
            _templates_ingestion_status["running"] = False
            _templates_ingestion_status["current_source"] = None

    background_tasks.add_task(run_single_ingestion)

    return {
        "status": "started",
        "source": source.name,
        "license": source.license_type.value,
        "template_types": source.template_types,
    }


@router.post("/templates/search", response_model=List[TemplatesSearchResult])
async def search_templates(request: TemplatesSearchRequest):
    """Semantic search in legal templates collection."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    try:
        query_embedding = await generate_single_embedding(request.query)

        if not query_embedding:
            raise HTTPException(status_code=500, detail="Failed to generate embedding")

        results = await search_legal_templates(
            query_embedding=query_embedding,
            template_type=request.template_type,
            license_types=request.license_types,
            language=request.language,
            jurisdiction=request.jurisdiction,
            attribution_required=request.attribution_required,
            limit=request.limit,
        )

        return [
            TemplatesSearchResult(
                id=r["id"],
                score=r["score"],
                text=r.get("text", "")[:1000],
                document_title=r.get("document_title"),
                template_type=r.get("template_type"),
                clause_category=r.get("clause_category"),
                language=r.get("language"),
                jurisdiction=r.get("jurisdiction"),
                license_id=r.get("license_id"),
                license_name=r.get("license_name"),
                attribution_required=r.get("attribution_required"),
                attribution_text=r.get("attribution_text"),
                source_name=r.get("source_name"),
                source_url=r.get("source_url"),
                placeholders=r.get("placeholders"),
                is_complete_document=r.get("is_complete_document"),
                requires_customization=r.get("requires_customization"),
            )
            for r in results
        ]
    except HTTPException:
        raise
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/templates/reset")
async def reset_templates_collection():
    """Delete and recreate the legal templates collection."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    if _templates_ingestion_status["running"]:
        raise HTTPException(
            status_code=409,
            detail="Cannot reset while ingestion is running"
        )

    try:
        ingestion = LegalTemplatesIngestion()
        ingestion.reset_collection()
        await ingestion.close()

        _templates_ingestion_status["results"] = {}

        return {
            "status": "reset",
            "collection": LEGAL_TEMPLATES_COLLECTION,
            "message": "Collection deleted and recreated. Run ingestion to populate.",
        }
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@router.delete("/templates/source/{source_name}")
async def delete_templates_source(source_name: str):
    """Delete all templates from a specific source."""
    if not LEGAL_TEMPLATES_AVAILABLE:
        raise HTTPException(status_code=503, detail="Legal templates module not available")

    try:
        from qdrant_service import delete_legal_templates_by_source

        count = await delete_legal_templates_by_source(source_name)

        if source_name in _templates_ingestion_status.get("results", {}):
            del _templates_ingestion_status["results"][source_name]

        return {
            "status": "deleted",
            "source": source_name,
            "chunks_deleted": count,
        }
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))